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A fast two-stage algorithm for non-negative matrix factorization in smoothly varying data. 光滑变化数据中非负矩阵分解的快速两阶段算法。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-01 DOI: 10.1107/S2053273323000761
Ran Gu, Simon J L Billinge, Qiang Du

This article reports the study of algorithms for non-negative matrix factorization (NMF) in various applications involving smoothly varying data such as time or temperature series diffraction data on a dense grid of points. Utilizing the continual nature of the data, a fast two-stage algorithm is developed for highly efficient and accurate NMF. In the first stage, an alternating non-negative least-squares framework is used in combination with the active set method with a warm-start strategy for the solution of subproblems. In the second stage, an interior point method is adopted to accelerate the local convergence. The convergence of the proposed algorithm is proved. The new algorithm is compared with some existing algorithms in benchmark tests using both real-world data and synthetic data. The results demonstrate the advantage of the algorithm in finding high-precision solutions.

本文研究了非负矩阵分解(NMF)算法在各种应用中的应用,这些应用涉及平滑变化的数据,如密集网格上的时间或温度序列衍射数据。利用数据的连续性,开发了一种快速的两阶段算法,用于高效准确的NMF。在第一阶段,采用交替非负最小二乘框架,结合具有热启动策略的活动集方法求解子问题。第二阶段采用内点法加快局部收敛速度。证明了该算法的收敛性。在实际数据和合成数据的基准测试中,将新算法与现有算法进行了比较。结果表明了该算法在求高精度解方面的优势。
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引用次数: 1
Dynamic tilting in perovskites. 钙钛矿的动态倾斜。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-01 DOI: 10.1107/S2053273322011949
Christopher M Handley, Robyn E Ward, Colin L Freeman, Ian M Reaney, Derek C Sinclair, John H Harding

A new computational analysis of tilt behaviour in perovskites is presented. This includes the development of a computational program - PALAMEDES - to extract tilt angles and the tilt phase from molecular dynamics simulations. The results are used to generate simulated selected-area electron and neutron diffraction patterns which are compared with experimental patterns for CaTiO3. The simulations not only reproduced all symmetrically allowed superlattice reflections associated with tilt but also showed local correlations that give rise to symmetrically forbidden reflections and the kinematic origin of diffuse scattering.

提出了一种新的钙钛矿倾斜行为的计算分析方法。这包括开发一个计算程序- PALAMEDES -从分子动力学模拟中提取倾斜角度和倾斜相。结果用于生成模拟的选择区域电子和中子衍射图,并与CaTiO3的实验图进行了比较。模拟不仅再现了与倾斜相关的所有对称允许的超晶格反射,而且还显示了引起对称禁止反射和漫射散射的运动学起源的局部相关性。
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引用次数: 1
A general force field by machine learning on experimental crystal structures. Calculations of intermolecular Gibbs energy with FlexCryst. 用机器学习研究实验晶体结构的一般力场。用FlexCryst计算分子间吉布斯能。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-01 DOI: 10.1107/S2053273323000268
Detlef Walter Maria Hofmann, Liudmila Nikolaevna Kuleshova

Machine learning was employed on the experimental crystal structures of the Cambridge Structural Database (CSD) to derive an intermolecular force field for all available types of atoms (general force field). The obtained pairwise interatomic potentials of the general force field allow for the fast and accurate calculation of intermolecular Gibbs energy. The approach is based on three postulates regarding Gibbs energy: the lattice energy must be below zero, the crystal structure must be a local minimum, and, if available, the experimental and the calculated lattice energy must coincide. The parametrized general force field was then validated regarding these three conditions. First, the experimental lattice energy was compared with the calculated energies. The observed errors were found to be in the order of experimental errors. Second, Gibbs lattice energy was calculated for all structures available in the CSD. Their energy values were found to be below zero in 99.86% of the cases. Finally, 500 random structures were minimized, and the change in density and energy was examined. The mean error in the case of density was below 4.06%, and for energy it was below 5.7%. The obtained general force field calculated Gibbs lattice energies of 259 041 known crystal structures within a few hours. Since Gibbs energy defines the reaction energy, the calculated energy can be used to predict chemical-physical properties of crystals, for instance, the formation of co-crystals, polymorph stability and solubility.

将机器学习应用于剑桥结构数据库(CSD)的实验晶体结构,推导出所有可用原子类型的分子间力场(一般力场)。得到的一般力场的原子间势可以快速准确地计算分子间吉布斯能。该方法基于关于吉布斯能量的三个假设:晶格能量必须低于零,晶体结构必须是局部最小值,如果可行,实验和计算的晶格能量必须一致。然后根据这三种条件对参数化的一般力场进行验证。首先,将实验点阵能与计算点阵能进行比较。观察到的误差与实验误差的数量级相当。其次,计算了CSD中所有结构的吉布斯晶格能。在99.86%的情况下,它们的能量值低于零。最后,对500个随机结构进行了最小化,并对密度和能量的变化进行了分析。密度的平均误差在4.06%以下,能量的平均误差在5.7%以下。得到的一般力场在数小时内计算出25941个已知晶体结构的吉布斯晶格能。由于吉布斯能定义反应能,计算出的能量可以用来预测晶体的化学物理性质,例如,共晶的形成、多晶的稳定性和溶解度。
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引用次数: 0
Delone lattice studies in C 3, the space of three complex variables Delone格在c3中的研究,三个复变量的空间
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-31 DOI: 10.1107/s2053273323006198
L. C. Andrews, H. Bernstein
The Delone (Selling) scalars, which are used in unit-cell reduction and in lattice-type determination, are studied in C 3, the space of three complex variables. The three complex coordinate planes are composed of the six Delone scalars. The transformations at boundaries of the Selling-reduced orthant are described as matrices of operators. A graphical representation as the projections onto the three coordinates is described. Note, in his later publications, Boris Delaunay used the Russian version of his surname, Delone.
研究了三复变量空间中用于单位元还原和格型确定的Delone (sell)标量。这三个复坐标平面由六个德龙标量组成。sell -约简正交边界处的变换被描述为算子矩阵。图形表示为三个坐标上的投影。请注意,在鲍里斯·德劳内后来的出版物中,他使用了自己姓氏的俄文版本“德龙”。
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引用次数: 0
Measuring lattices 测量晶格
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-24 DOI: 10.1107/s2053273323004692
L. C. Andrews, H. Bernstein
Unit cells are used to represent crystallographic lattices. Calculations measuring the differences between unit cells are used to provide metrics for measuring meaningful distances between three-dimensional crystallographic lattices. This is a surprisingly complex and computationally demanding problem. A review is presented of the current best practice using Delaunay-reduced unit cells in the six-dimensional real space of Selling scalar cells S 6 and the equivalent three-dimensional complex space C 3. The process is a simplified version of the process needed when working with the more complex six-dimensional real space of Niggli-reduced unit cells G 6. Obtaining a distance begins with identification of the fundamental region in the space, continues with conversion to primitive cells and reduction, analysis of distances to the boundaries of the fundamental unit, and is completed by a comparison of direct paths with boundary-interrupted paths, looking for a path of minimal length.
单位晶格用来表示晶体晶格。测量单位细胞之间差异的计算用于提供测量三维晶体晶格之间有意义距离的度量。这是一个非常复杂且需要大量计算的问题。本文综述了目前在六维实空间中使用delaunay -约简单位元的最佳实践,即sell标量单元s6和等效的三维复空间c3。该过程是处理更复杂的六维真实空间nigli -reduced unit cells g6所需过程的简化版本。距离的获取从空间中基本区域的识别开始,继续转换为原始单元并缩减,分析到基本单元边界的距离,并通过比较直接路径和边界中断路径来完成,寻找最小长度的路径。
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引用次数: 0
Introduction of a weighting scheme for the X-ray restrained wavefunction approach: advantages and drawbacks. x射线约束波函数法的加权方案的介绍:优点和缺点。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1107/S2053273322010221
Giovanni Macetti, Alessandro Genoni

In a quite recent study [Genoni et al. (2017). IUCrJ, 4, 136-146], it was observed that the X-ray restrained wavefunction (XRW) approach allows a more efficient and larger capture of electron correlation effects on the electron density if high-angle reflections are not considered in the calculations. This is due to the occurrence of two concomitant effects when one uses theoretical X-ray diffraction data corresponding to a single-molecule electron density in a large unit cell: (i) the high-angle reflections are generally much more numerous than the low- and medium-angle ones, and (ii) they are already very well described at unrestrained level. Nevertheless, since high-angle data also contain important information that should not be disregarded, it is not advisable to neglect them completely. For this reason, based on the results of the previous investigation, this work introduces a weighting scheme for XRW calculations to up-weight the contribution of low- and medium-angle reflections, and, at the same time, to reasonably down-weight the importance of the high-angle data. The proposed strategy was tested through XRW computations with both theoretical and experimental structure-factor amplitudes. The tests have shown that the new weighting scheme works optimally if it is applied with theoretically generated X-ray diffraction data, while it is not advantageous when traditional experimental X-ray diffraction data (even of very high resolution) are employed. This also led to the conclusion that the use of a specific external parameter λJ for each resolution range might not be a suitable strategy to adopt in XRW calculations exploiting experimental X-ray data as restraints.

在最近的一项研究中[Genoni et al.(2017)]。IUCrJ, 4, 136-146],观察到如果在计算中不考虑高角度反射,x射线约束波函数(XRW)方法可以更有效和更大地捕获电子密度对电子相关效应的影响。这是由于当人们使用理论x射线衍射数据对应于大单位电池中的单分子电子密度时,两种伴随效应的发生:(i)高角度反射通常比低角度和中角度反射多得多,(ii)它们已经在不受约束的水平上得到了很好的描述。然而,由于高角度数据也包含了不可忽视的重要信息,因此完全忽视它们是不可取的。因此,在前人研究成果的基础上,本文引入了一种XRW计算的加权方案,以提高低角度和中角度反射的权重,同时合理降低高角度数据的重要性。通过理论和实验结构因子振幅的XRW计算验证了所提出的策略。实验结果表明,新的加权方案在理论生成的x射线衍射数据中效果最佳,而在传统的实验x射线衍射数据(即使是非常高的分辨率)中效果不佳。这也得出结论,在利用实验x射线数据作为约束的XRW计算中,对每个分辨率范围使用特定的外部参数λJ可能不是一个合适的策略。
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引用次数: 0
Electron density and thermal motion of diamond at elevated temperatures. 高温下金刚石的电子密度和热运动。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1107/S2053273322010154
Jonas Beyer, Thomas Bjørn Egede Grønbech, Jiawei Zhang, Kenichi Kato, Bo Brummerstedt Iversen

The electron density and thermal motion of diamond are determined at nine temperatures between 100 K and 1000 K via synchrotron powder X-ray diffraction (PXRD) data collected on a high-accuracy detector system. Decoupling of the thermal motion from the thermally smeared electron density is performed via an iterative Wilson-Hansen-Coppens-Rietveld procedure using theoretical static structure factors from density functional theory (DFT) calculations. The thermal motion is found to be harmonic and isotropic in the explored temperature range, and excellent agreement is observed between experimental atomic displacement parameters (ADPs) and those obtained via theoretical harmonic phonon calculations (HPC), even at 1000 K. The Debye temperature of diamond is determined experimentally to be ΘD = 1883 (35) K. A topological analysis of the electron density explores the temperature dependency of the electron density at the bond critical point. The properties are found to be constant throughout the temperature range. The robustness of the electron density confirms the validity of the crystallographic convolution approximation for diamond in the explored temperature range.

利用同步加速器粉末x射线衍射(PXRD)数据,在100 ~ 1000 K的9个温度范围内测定了金刚石的电子密度和热运动。利用密度泛函理论(DFT)计算的理论静态结构因子,通过迭代的Wilson-Hansen-Coppens-Rietveld程序实现了热运动与热涂抹电子密度的解耦。在探测温度范围内,发现热运动是调和的和各向同性的,并且即使在1000 K时,实验原子位移参数(ADPs)与理论谐波声子计算(HPC)得到的结果也非常吻合。通过实验确定金刚石的德拜温度为ΘD = 1883 (35) K。电子密度的拓扑分析探讨了键临界点处电子密度的温度依赖性。发现这些性质在整个温度范围内是恒定的。电子密度的鲁棒性证实了在所测温度范围内金刚石晶体学卷积近似的有效性。
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引用次数: 0
Lorentz factor for time-of-flight neutron Bragg and total scattering. 飞行时间中子Bragg和总散射的洛伦兹因子。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1107/S2053273322010427
Yuanpeng Zhang, Jue Liu, Matthew G Tucker

The three fundamental origins of the Lorentz factor for neutron time-of-flight powder diffraction are revisited. A detailed derivation of the Lorentz factor is presented in the context of diffuse scattering modelling in reciprocal space when perfect periodicity is assumed, and the total scattering pattern is constructed in its discrete form - the factor in this case becomes 1/Q2 (or d2). Discussion is also presented with respect to practical data reduction where a vanadium measurement is usually taken as the normalization factor (to account for various factors such as detector efficiency), and it is shown that the existence of the Lorentz factor is independent of such a normalization process.

重新讨论了中子飞行时间粉末衍射的洛伦兹因子的三个基本来源。在互易空间中,假设完全周期性时,给出了洛伦兹因子的详细推导,并以离散形式构造了总散射图——在这种情况下,洛伦兹因子变为1/Q2(或d2)。讨论还提出了关于实际数据减少,其中钒测量通常被视为归一化因素(考虑各种因素,如探测器效率),并表明,洛伦兹因素的存在是独立于这种归一化过程。
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引用次数: 0
Geographic style maps for two-dimensional lattices. 二维网格的地理风格图。
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1107/S2053273322010075
Matthew Bright, Andrew I Cooper, Vitaliy Kurlin

This paper develops geographic style maps containing two-dimensional lattices in all known periodic crystals parameterized by recent complete invariants. Motivated by rigid crystal structures, lattices are considered up to rigid motion and uniform scaling. The resulting space of two-dimensional lattices is a square with identified edges or a punctured sphere. The new continuous maps show all Bravais classes as low-dimensional subspaces, visualize hundreds of thousands of lattices of real crystal structures from the Cambridge Structural Database, and motivate the development of continuous and invariant-based crystallography.

本文以最近的完全不变式为参数,在所有已知的周期晶体中绘制了包含二维晶格的地理样式图。受刚性晶体结构的启发,晶格被考虑到刚性运动和均匀缩放。由此得到的二维晶格空间是一个具有确定边缘的正方形或一个点状球体。新的连续映射将所有布拉维类显示为低维子空间,将剑桥结构数据库中数十万真实晶体结构的晶格可视化,并推动了基于不变式的连续晶体学的发展。
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引用次数: 0
Revisited relativistic Dirac-Hartree-Fock X-ray scattering factors. I. Neutral atoms with Z = 2-118. 重访相对论狄拉克-哈特里-福克x射线散射因子。1 . Z = 2-118的中性原子。
IF 1.8 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1107/S2053273322010944
Shiroye Olukayode, Charlotte Froese Fischer, Anatoliy Volkov

In this first of a series of publications, the X-ray scattering factors for neutral atoms are revisited. Using the recently developed DBSR_HF program [Zatsarinny & Froese Fischer (2016). Comput. Phys. Comm. 202, 287-303] the fully relativistic Dirac-Hartree-Fock ground-state wavefunctions for all atoms with Z = 2-118 (He-Og) have been calculated using the extended average level scheme and including both the Breit interaction correction to the electronic motion due to magnetic and retardation effects, and the Fermi distribution function for the description of the nuclear charge density. The comparison of our wavefunctions with those obtained in several previous studies in terms of the total and orbital (spinor) electronic energies, and a number of local and integrated total and orbital properties, confirmed the quality of the generated wavefunctions. The employed dense radial grid combined with the DBSR_HF's B-spline representation of the relativistic one-electron orbitals allowed for a precise integration of the X-ray scattering factors using a newly developed Fortran program SF. Following the established procedure [Maslen et al. (2006). International Tables for Crystallography, Vol. C, Section 6.1.1, pp. 554-589], the resulting X-ray scattering factors have been interpolated in the 0 ≤ sin θ/λ ≤ 2 Å-1 and 2 ≤ sin θ/λ ≤ 6 Å-1 ranges using the recommended analytical functions with both the four- (which is a current convention) and five-term expansions. An exhaustive comparison of the newly generated X-ray scattering factors with the International Union of Crystallography recommended values and those from a number of previous studies showed an overall good agreement and allowed identification of a number of typos and inconsistencies in the recommended quantities. A detailed analysis of the results suggests that the newly derived values may represent an excellent compromise among all the previous studies. The determined conventional interpolating functions for the two sin θ/λ intervals show, on average, the same accuracy as the recommended parametrizations. However, an extension of each expansion by only a single term provides a significant improvement in the accuracy of the interpolated values for an overwhelming majority of the atoms. As such, an updated set of the fully relativistic X-ray scattering factors and the interpolating functions for neutral atoms with Z = 2-118 can be easily incorporated into the existing X-ray diffraction software with only minor modifications. The outcomes of the undertaken research should be of interest to members of the crystallographic community who push the boundaries of the accuracy and precision of X-ray diffraction studies.

在这第一个系列的出版物中,中性原子的x射线散射因子被重新审视。使用最近开发的DBSR_HF程序[Zatsarinny & Froese Fischer(2016)]。第一版。理论物理。利用扩展平均能级格式计算了所有Z = 2-118 (He-Og)原子的完全相对论性dirac - harree - fock基态波函数,其中包括由于磁和延迟效应引起的电子运动的Breit相互作用修正,以及用于描述原子核电荷密度的费米分布函数。将我们的波函数与先前几项研究中得到的波函数在总电子能量和轨道(旋量)电子能量方面的比较,以及一些局部和综合的总电子和轨道性质,证实了所生成波函数的质量。采用的密集径向网格结合DBSR_HF的b样条表示相对论单电子轨道,可以使用新开发的Fortran程序SF精确地积分x射线散射因子。遵循既定程序[Maslen et al.(2006)]。国际晶体学表,Vol. C, Section 6.1.1, pp. 554-589],所得到的x射线散射因子已经在0≤sin θ/λ≤2 Å-1和2≤sin θ/λ≤6 Å-1范围内使用推荐的解析函数与四项展开(这是目前的惯例)和五项展开。将新生成的x射线散射系数与国际晶体学联合会的推荐值和以前一些研究的推荐值进行了详尽的比较,结果表明两者总体上很一致,并发现了推荐量中的一些错别字和不一致之处。对结果的详细分析表明,新导出的值可能代表了所有先前研究的一个很好的折衷。对于两个sin θ/λ区间确定的常规插值函数,平均而言,与推荐的参数化具有相同的精度。然而,对于绝大多数原子,每次展开只延长一项,就能显著提高内插值的准确性。因此,一套更新的完全相对论性的x射线散射因子和Z = 2-118的中性原子的插值函数可以很容易地纳入现有的x射线衍射软件中,只需要稍加修改。所进行的研究的结果应该引起晶体学社区成员的兴趣,他们推动了x射线衍射研究的准确性和精度的界限。
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引用次数: 0
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Acta Crystallographica Section A: Foundations and Advances
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